OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions Paper • 2602.05843 • Published Feb 5 • 61
OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions Paper • 2602.05843 • Published Feb 5 • 61
A^3-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation Paper • 2601.09274 • Published Jan 14 • 84
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Paper • 2505.19897 • Published May 26, 2025 • 104
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning Paper • 2504.08672 • Published Apr 11, 2025 • 55
FortisAVQA and MAVEN: a Benchmark Dataset and Debiasing Framework for Robust Multimodal Reasoning Paper • 2504.00487 • Published Apr 1, 2025 • 18
φ-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation Paper • 2503.13288 • Published Mar 17, 2025 • 51